Manan Bhardwaj

Projects Smart spoon

Smart spoon

A spoon that weighs what is on it and classifies the food, so calories are counted from the bite rather than typed in.

When
2024 - 2025
Context
The University of Texas at Dallas
Built with
Sensor integration, Embedded C/C++, Python

Problem

Calorie tracking depends on the person logging honestly and accurately, and both fall apart within a week. The measurement has to happen where the food is.

Approach

Built weight measurement into the spoon itself and paired it with an AI classifier that identifies what is being eaten, so the mass and the food type are captured at the moment of the bite instead of recalled later.

Outcome

Calorie counting that takes no input from the person doing the eating.

More

Jun 2023 - Present

RF energy harvesting rectenna

A rectenna cell that ties in series or parallel, so ambient RF can be harvested off whichever antenna you connect.

  • RF design
  • Energy harvesting
  • PCB design
  • SPICE

May 2023 - Present

Local Llama

Llama compiled to run locally with document processing layered on top, so it reads through files and writes scripts with no internet connection.

  • Local LLMs
  • Python

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